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MoonFox Analysis | The Late Entry of Kwai’s Kling, Can ‘AI-Powered Short Video’ Become Its New Breakout Opportunity

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SHENZHEN, China, Aug. 7, 2024 /PRNewswire/ — AI video creation is a key development focus in the generative AI industry. Recently, Kling Video AI Model, published by Kwai, took the lead in launching large-scale open user testing, triggering user trials and a surge of “creative-oriented” AI video content on content platforms. Users’ response has been positive, injecting a sense of novelty among platform users. The Lumière brothers’ silent black-and-white film, The Arrival of a Train, premiered a century ago, creating a stunning effect on audiences. Today, a century later, with the support of AI video models, AI will pave a path for “realizing imagination” in content development. A new wave of “AI Short Videos” development may emerge, highlighting the convergence of conventional and unconventional, virtual and real, and traditional and modern approaches. Given the diminishing marginal utility of traditional content transformation, this could become a new direction for content creation and provide significant opportunities for AI to break through.

I. AI Video Models’ Delayed Arrival, Kwai Kling Takes the Lead To Reach a New Level

As a track in generative AI, AI video creation has garnered attention and significant investment from various sectors. According to incomplete statistics, over 30 AI video models and tools exist in China alone. However, despite the vast potential demand for AI text-to-video, many products are still in the early stages of technical exploration, with the usability of deployed models generally needing improvement. At the beginning of the year, Sora unveiled AI-generated videos that were up to one minute long, igniting market and user enthusiasm. However, the delayed opening of user testing led to a downturn in market sentiment towards AI text-to-video. This includes evaluations from some foreign producers and media professionals during Sora trials, causing the market to adopt a wait-and-see attitude towards text-to-video technology.

Additionally, some available AI video models face high trial costs, reducing user interest in continuous experimentation. For instance, Runaway’s latest Gen3 version, despite its internationally leading generation quality, comes at a steep price of $12/month for just 125 seconds of qualified output per month. Against this backdrop, achieving low-cost usage thresholds, minute-level output, and basically usable generation quality remains a significant market expectation for the generative AI industry.

Amidst the notable development pain points in AI video generation, Kwai Kling emerged, taking the lead in large-scale user trials. Launched at the beginning of last month, the Kwai Kling provides both web and mobile access points, with the mobile version requiring users to complete tasks within the Kwaiying App. It opened application-based testing, with numerous users already granted trial access and actively engaging in content creation. The model supports various AI video creation methods, including text-to-video, image-to-video, and video continuation, focusing more on user experience. According to data on SimilarWeb, after opening on June 6, the overall website UV for the Kling showed an upward trend. Entering July, the web UV continued to increase, with peak values approaching 100,000 DAU. On the mobile side, since both application and generation model are completed within the Kwaiying App, MoonFox iApp data reveals that from the second week of June, the weekly average DAU of Kwaiying App increased significantly. Particularly after the first week of July, the weekly average DAU increased by about 1 million compared to early June, indicating strong market enthusiasm for Kling

Changes in Monthly Active Users of Kwai Kling – Web Version in June-July (Partial)

Date

Weekly Average DAU

Note

6.06

41043

Kwai Kling AI Video Model opens for testing

6.13

43028

6.25

56508

Kwai Kling AI Video Model starts trending on social platforms

7.06

84554

Data Source: SimilarWeb; Data period: June 2024

 

Changes in Weekly Average DAU of Kwaiying App in June – July

Date

Weekly Average DAU

Note

10-16 June

5.401 (million)

Kwai Kling AI Video Model opens for testing

17-23 June

5.421 (million)

24-30 June

5.884 (million)

1-6 July

6.450 (million)

Data Source: MoonFox iApp; Data Period: June 2024July 2024

II. Empowered by AI Video Models, Young Generations Spark a New Wave of “AI Creative-Generated” Content, Injecting a Novel Experience for Users

Following the launch of the Kling AI Video Model, “AI Creative-Generated” videos have recently gained popularity on video platforms. For instance, various themed AI video content has appeared on the Bilibili platform, with some videos surpassing millions of views and thousands of likes. These contents are mostly highly imaginative creations. The users contributing to these creative AI productions will likely be predominantly from younger user groups. According to data on SimilarWeb, over 50% of web users of Kling AI Video Model are under 34 years old, with the 18-24 age group accounting for nearly 20%.

User Composition of Kwai Kling AI Video Model – Web Version

Gender Distribution

Percentage

Male

72.7 %

Female

27.3 %

Age Distribution

Aged 18-24

19.0 %

Aged 25-34

36.0 %

Aged 35-44

21.0 %

45 years old and above

24.0 %

Data Source: SimilarWeb; Data Period: June 2024

From the user feedback and evaluations perspective, enthusiasm for the Kling AI Video Model is currently high. We analyzed social media user comment data related to the Kling AI Video Model, excluding official accounts, influencers, and KOLs, retaining only ordinary user comment data. We found that overall, users hold a positive attitude towards the current Kling AI Video Model. User emotions are mainly concentrated in four categories: curiosity, excitement, anticipation, and satisfaction. Users exhibit high levels of pleasure and arousal towards the Kling AI Video Model. The high arousal level also indicates that compared to current content types, the Kling AI Video Model is more capable of activating users’ psychological enthusiasm and willingness to act, suggesting that more users will be willing to try using and viewing related content in the future.

Emotional Analysis of Kwai Kling AI Video Model User Evaluations

Emotion Type

Percentage

Curiosity

45.0 %

Excitement

31.8 %

Anticipation

12.7 %

Satisfaction

5.5 %

Wait-and-see

9.1 %

Data Source: MoonFox Big Data Analysis; Data Period: June 2024

III. The Concept of “AI-Generated Short Videos” May Break Through in the Future, Presenting a Different Development Approach from Traditional Content Creation 

How AI generation can achieve true implementation has been a key concern across various sectors. Due to factors such as hallucination issues, many current AI applications still face retention problems. As a subdivision within this field, we believe AI video creation has the potential to gain further user recognition on the usage end in the future.

Drawing from the experience of the previous round of PC and internet development, the focus on AI is not just about the efficiency revolution but also about realizing imagination. Taking QQ as an example, the internet-era QQ provided a vast space for imagination, such as QQ Space, QQ Show, emoticons, and other creative designs. Compared to traditional content at the time, the experience was quite exceptional. Behind online social interaction, there was actually a large number of novel content experiences supporting it, not just simple efficiency improvements. Similarly, current AI virtual social interaction applications with daily user engagement times of several dozen minutes follow the same principle. On the other hand, entertainment content, compared to efficiency tools, inherently has broader coverage and stronger user stickiness in terms of experience.

However, in the AI era, we believe that the “novelty” to be embodied in video content creation differs from traditional interpretations. In a situation where user interests are relatively stable and user interest circles are very distinct, breakthroughs are necessary to refresh the experience. Specifically, we believe there might be three aspects: The fusion of conventional and unconventional, the integration of virtual and real, and the blend of traditional and modern, thereby integrating with the real world to capture user interest. Secondly, while the current high cost of AI video creation is a fact, using AI for large-scale generation of long videos may not be the short-term implementation direction. However, generating short videos or integrating with existing video segments is quite possible. AI short videos might become a direction where AI video models can be practically implemented in the near future.

A century ago, the earliest silent black-and-white films were very limited in duration due to cost constraints at the time. For example, the Lumière brothers’ The Arrival of a Train was only 50 seconds long. However, when it premiered, its realistic portrayal left a deep impression on the entire audience, thus propelling a massive film industry. A century later, the AI era may potentially guide creators to explore more ideas that are difficult to realize with traditional content, opening up a new approach to video creation, which could have profound implications for future user content consumption.

MoonFox Data is a leading expert in all-scenario data insights and analytics services. With a comprehensive, stable, secure and compliant mobile big data foundation, as well as professional and precise data analysis technology and AI algorithms, MoonFox Data has launched iAPP, iBrand, iMarketing, Alternative Data and professional research and consulting services of MoonFox Research, aiming to help companies gain insights into market growth and make accurate business decisions.

About us: Aurora Mobile (NASDAQ: JG) established in 2011, is a leading customer engagement and marketing technology service provider in China. Its business includes notification services, marketing growth, development tools, and data products. As its sub-brand, MoonFox Data is a leading expert in data insights and analysis services across all scenarios, aiming to help companies gain market insights and empower precise decision-making.

Our Information:
Website: https://www.moonfox.cn/en
Contact number: 400-888-0936

Contact us:
Name: Felix
Title: Director of Sales, Industry Insight Division
Tel: +86 -13366276383
Email: zhouzt@jiguang.cn
Address: 608/F, Tower B, Wintrust Center, No. 1 Xidawang Road, Chaoyang District, Beijing, China

Name: Janette Zhou
Title: Marketing Manager
Tel: +86-13928239332
Email: zhouxt@jiguang.cn
Address: 608/F, Tower B, Wintrust Center, No. 1 Xidawang Road, Chaoyang District, Beijing, China

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SOURCE Aurora Mobile Ltd

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Northern Hemisphere Heat Drives Demand for Cooling and Sun-Protection Products on Yiwugo

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YIWU, China, July 24, 2026 /PRNewswire/ — Yiwugo.com, the official website of the Yiwu Commodity Market, is the largest commodity wholesale market in the world. The final whistle may have blown on the World Cup, but the intense heat gripping the Northern Hemisphere shows no sign of letting up. Europe has experienced unusually hot weather this year, sparking not only a surge in demand for air conditioners but also a boom in portable handheld fans. Merchants on Yiwugo say that in previous years, European customers would begin placing orders in March or April and take their time completing their annual procurement. This year, however, the purchasing season has stretched well into summer, with a flood of new buyers coming in, most of them looking for small handheld fans. With customers eager to capitalize on the peak summer season, delivery timelines have also become significantly tighter. Whereas orders in previous years could generally be fulfilled within a month, merchants are now frequently being asked to deliver within about a week, leaving manufacturers scrambling to keep pace with demand.

Lingpan Official Flagship Store has specialized in the production and sales of small fans, insulated cups, and related products for 15 years. This summer, demand from European customers for high-speed small fans has risen sharply, accompanied by urgent delivery requirements. Many customers began requesting shipment just one week after placing their orders, hoping the products would arrive in time for the World Cup and the ongoing heatwave across Europe. One long-standing European customer purchased only five models of small fans from Lingpan last year. Anticipating stronger demand ahead of this summer, the customer expanded the order to 10 models. The first shipment sold out soon after arriving at port, prompting several subsequent repeat orders. European buyers have shown particular interest in high-speed cooling fans and placed great requirements on product quality. So far this year, Lingpan’s fan sales have more than doubled compared with the same period last year, with total purchases reaching approximately RMB 1 million.

Beyond Europe, the owner of Lingpan, Ling Pan pointed out that the Indian market has also undergone significant changes over the past two years. Indian customers are showing great interest in panda-shaped fans, drinking cups, and related products. Procurement volumes among many Indian buyers have increased substantially, with average annual purchases now reaching several hundred thousand yuan.

Unlike European countries grappling with sudden heat waves, Asian markets such as Japan and South Korea, where summers are consistently hot and air conditioners and fans are already everyday essentials, have shown much stronger demand for sun-protection products. From April 1, 2026 to date, sales of sun-protection masks on Yiwugo have increased by 31.6% YoY, while sales of sun-protection face shields surged by 72.42% and sun hats rose by 8.1%.

Chen Jia, a Yiwugo merchant, has engaged in the production and sales of sun-protection masks and sun-protection face shields for eight years. Chen operates the Xiao Zhen and Xiao Mian Sun-Protection Products Workshop in District 4 of the Yiwu International Trade Market. In recent years, the company has customized cooling nylon fabrics for customers in Japan and South Korea. Sun-protection masks and sun-protection face shields made from this material not only offer UPF 50+ protection, but also maintain a more structured shape and are less susceptible to snagging or deformation. Their protective performance remains effective after routine washing, and the products can last for more than five years under normal use.

In 2024, a TV shopping operator from South Korea contacted Xiao Zheng and Xiao Mian through Yiwugo and began placing orders after inspecting the products in person. Over the following two years, the company continued to improve the fitness and design of its sun-protection products. It introduced sun-protection face shields with breathable mesh panels and incorporated soft supports around the nose area to prevent the masks from rubbing against lipstick. These product upgrades have steadily driven up customer ratings on the client’s store. Annual procurement, initially valued at around RMB 300,000, has risen year by year, and the company has since developed into a recognized brand in the local market.

Persistent heat across the Northern Hemisphere has been creating new forms of cross-border consumer demand while enabling Yiwugo merchants to keenly capture shifts in overseas markets. From the strong sales of small portable fans in Europe to the rising demand for functional sun-protection products in Japan and South Korea, the diversity of orders reflects both consumers’ need for relief from extreme heat and the ability of Yiwu manufacturers to strengthen their presence in global markets through product innovation and rapid fulfillment. Faced with a rapidly changing international market, many merchants are continuing to refine product designs, upgrade fabric techniques, and enhance supply efficiency. By leveraging Yiwugo to broaden their export channels, they are keeping pace with overseas consumption trends and capitalizing on the expanding market for cooling and sun-protection products, turning the summer heat into new momentum for cross-border trade.

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SOURCE Yiwugo.com

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Snorkel AI Highlights First Wave of Open Benchmarks Grants Projects

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SAN FRANCISCO, July 24, 2026 /PRNewswire/ — Snorkel AI today highlighted the first group of projects supported through Open Benchmarks Grants, a $3 million commitment to support open-source datasets, benchmarks, and evaluation research.

Launched in February 2026, Open Benchmarks Grants has received hundreds of applications from researchers, labs, and engineers working to address a growing challenge: AI systems are advancing faster than the field’s ability to rigorously measure their performance on realistic, consequential work.

“From complex environments and huge autonomy horizons to rich, sophisticated outputs, these projects tackle some of the field’s hardest evaluation challenges,” said Fred Sala, a member of the Open Benchmarks Grants steering committee and assistant professor at the University of Wisconsin–Madison. “I’m excited to see the broader research community use, validate, and build on them.”

Open Benchmarks Grants provides selected teams with funding, expert data development support, research and engineering collaboration, and platform resources. Supported projects include:

Frontier-Bench (formerly Terminal-Bench 3.0), developed with Laude Institute and the Harbor community, is a harder, more domain-diverse successor to Terminal-Bench 2.1 — built in the open, task by task, under continuous adversarial review.Agents’ Last Exam, developed with UC Berkeley RDI and the RDI Foundation, evaluates agents on long-horizon, economically valuable professional workflows. It spans 55 sub-industries and includes more than 1,500 tasks toward a 5,000-task target, sourced and validated by more than 300 industry experts.OSWorld 2.0, developed with XLANG Lab, evaluates computer-use agents on 108 long-horizon workflows across 31 self-hosted web environments and professional desktop applications.Continual Learning Bench, developed with UC Berkeley SkyLab and the University of Wisconsin–Madison, measures whether agents genuinely improve across sequential, stateful tasks.SlopCode Bench, developed with the University of Wisconsin–Madison, measures how code quality degrades as coding agents repeatedly modify and extend their own solutions.Terminal-Bench 2.1, developed with Stanford University, Laude Institute and the Harbor community, evaluates agents on challenging work in terminal environments. The release corrected 28 tasks and introduced continuous validation.

With support from Open Benchmarks Grants, Terminal-Bench Science is also now in development, extending the Terminal-Bench framework to computational research workflows across the life, physical, earth, and mathematical sciences.

Beyond the grants program, Snorkel led the development of Senior SWE-Bench with the research teams at Princeton University and the University of Wisconsin–Madison. The benchmark evaluates coding agents on senior-level engineering work, including implementing features from realistic instructions, investigating bugs that require runtime analysis, and producing code that follows existing codebase conventions.

Open Benchmarks Grants was established with support from Hugging Face, Prime Intellect, Together AI, Factory, Harbor, and PyTorch. Applications remain open and are reviewed on a rolling basis.

Learn more and apply for a grant at benchmarks.snorkel.ai.

About Snorkel AI
Snorkel AI is the frontier AI data lab, helping teams build the data and environments behind high-performing frontier and agentic AI. We combine technology with research-driven AI data development to create datasets, benchmarks, evals, and custom solutions for real-world AI systems. Founded out of the Stanford AI Lab in 2019, Snorkel works with leading AI labs and enterprises to move from better data to better outcomes. 

media@snorkel.ai

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Payzli Vaults to No. 3 on Tampa Bay’s Fast 50, Up From No. 22 in One Year

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Payments technology company, Payzli earns a second consecutive Fast 50 ranking, crediting the climb to accelerating partner and merchant growth on its proprietary technology stack.

TAMPA, Fla., July 24, 2026 /PRNewswire/ — Payzli, the partner-first payments technology company, has been named the No. 3 fastest-growing company in the region on the Tampa Bay Business Journal’s 2026 Fast 50 – a 19-spot climb from its No. 22 debut last year, and the company’s second consecutive year on the list.

The ranking was announced July 23 at the Tampa Bay Business Journal’s Fast 50 event in Tampa, where Co-Founder and Chief Revenue Officer Naim Hamdar accepted the award alongside members of the Payzli team.

Payzli attributed its growth to a compounding effect: a national network of ISOs, agents and ISVs bringing merchants onto a technology platform Payzli built and operated in-house. 

That platform rests on three proprietary pillars:

Payzli Connect: the company’s payment CRM and merchant-and-partner dashboard, giving agents and ISOs daily residuals visibility and giving merchants a single place to run their account.Payzli POS: AI-powered point-of-sale and business software purpose-built for service businesses, including salons, med spas, wellness studios, and independent operators.Payzli Transact: an online payment gateway built on Visa Platform Connect through Payzli’s partnership with Visa Acceptance Solutions.

The Visa Acceptance Solutions partnership is central to how Payzli frames its credibility: rather than assembling a growth story on top of borrowed infrastructure, the company processes on rails backed by one of the most established networks in the industry alongside Fiserv and TSYS – a point that matters to the partners and merchants deciding where to place their volume.

“A second year on this list, and a jump to No. 3, isn’t about one good quarter. It’s about a network deciding to build with us and stay,” said Naim Hamdar, Co-Founder and Chief Revenue Officer of Payzli. “Every rank on this list represents partners we’ve earned and merchants who trust us to run their payments. We built the technology in-house so we could keep the promises the industry usually breaks: nothing hidden, a real person in reach, and daily residual visibility our agents can actually count on. That’s what this ranking measures and it’s why we’re doing it all, for the joy of business.”

“They say nothing in Tampa moves fast except the afternoon thunderstorms, so making the Fast 50 two years running feels pretty good,” said Kapil Pershad, Co-Founder and Chief Technology Officer of Payzli. “In all seriousness, this is a credit to our team and the businesses that trust us to power their growth.”

The Fast 50, produced by the Tampa Bay Business Journal, recognizes the fastest-growing private companies in the Tampa Bay region. Payzli’s return to the list and its move into the top three reflects a merchant-first product suite and a rapidly expanding national partner network across the payments and embedded-finance landscape.

About Payzli

Payzli is an end-to-end payments technology partner that makes accepting payments simpler and affordable for businesses of all sizes and risk levels. Founded in 2020 and headquartered in Tampa, Florida, Payzli brings together in-person processing, an advanced online gateway, AI-powered point of sale, and mobile and contactless payments – backed by its own technology, honest pricing, and dedicated human support. Built partner-first, Payzli equips ISOs, agents, developers, and independent software vendors to grow, with direct integrations to major processing platforms, in-house underwriting, a flexible credit policy, a Visa Acceptance Solutions foundation partnership, and sponsor-bank backing from Esquire Bank, a NASDAQ-listed strategic investor in Payzli. For more information, email partners@payzli.com or visit payzli.com.

Payzli is a registered trademark of United Payment Systems LLC. United Payment Systems LLC is a registered ISO of Esquire Bank (Jericho, NY), Commercial Bank of California (Irvine, CA), and KeyBank, National Association (Cleveland, OH).

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SOURCE Payzli

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